Feature: Book Genie Mode - Automated Testing with Detailed Reporting
File name: BookGenie.feature
Relative path: features/BookGenie.feature
Scenario Outline: Book Genie Response Validation with Citation Verification
When
I open the Creative Workspace login page
00:00:03.430
Then
I should see the homepage
00:00:00.032
When
I click on the mode selection dropdown
00:00:00.000
Then
I can see the "BookGenieQA" mode
00:00:00.000
And
I select the "BookGenieQA" mode
00:00:00.000
Then
I type "Suggest 5 books on christmas" on chat input element
00:00:02.610
And
I wait for AI to complete thinking
00:00:08.997
And
I validate the response is visible for "Suggest 5 books on christmas"
00:00:00.007
And
I extract book data from BookGenie response
00:00:00.006
And
I save BookGenie book data to Excel file for query "Suggest 5 books on christmas"
00:00:00.000
+ Show Error
Error: No book data extracted from BookGenie response.
at CustomWorld.(anonymous) (/home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/steps/bookGenie.step.ts:46:15)
at /home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/steps/bookGenie.step.ts:8:71
at __awaiter (/home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/steps/bookGenie.step.ts:4:12)
at CustomWorld.(anonymous) (/home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/steps/bookGenie.step.ts:59:12)
And
I validate each book individually against Excel file for query "Suggest 5 books on christmas"
0s
And
I validate that reason texts match citation texts with 80% similarity
0s
And
I generate detailed citation validation report
0s
Then
I verify database connectivity
0s
And
database should contain 2020 books
0s
And
I validate extracted books individually against database
0s
And
I validate BookGenie response relevance with AI for query "Suggest 5 books on christmas"
0s
=== SCENARIO LOGS: Book Genie Response Validation with Citation Verification === [12:23:18 PM] Navigating to Creative Workspace login page [12:23:21 PM] Homepage visibility: false [12:23:21 PM] ℹ️ Typing query: "Suggest 5 books on christmas" [12:23:21 PM] ℹ️ Preparing to type query: "Suggest 5 books on christmas" [12:23:21 PM] ℹ️ Waiting for chat input to be visible [12:23:23 PM] ℹ️ Clearing chat input [12:23:23 PM] ℹ️ Typing query: "Suggest 5 books on christmas" [12:23:24 PM] ℹ️ Pressing Enter to submit query [12:23:24 PM] ✅ Query submitted successfully: "Suggest 5 books on christmas" [12:23:24 PM] ℹ️ Waiting for AI to complete thinking... [12:23:24 PM] 📋 WAITING FOR AI RESPONSE [12:23:24 PM] ℹ️ Looking for AI thinking indicator... [12:23:24 PM] ℹ️ Waiting for thinking indicator to appear (max 2 minutes) [12:23:26 PM] ✅ ✓ AI thinking indicator appeared - AI is processing the request [12:23:26 PM] ℹ️ Waiting for thinking indicator to disappear (max 5 minutes) [12:23:30 PM] ✅ ✓ AI thinking completed - Response should be ready [12:23:30 PM] ℹ️ Allowing additional time for response rendering [12:23:33 PM] ✅ AI response wait process completed [12:23:33 PM] ℹ️ Validating response for query: "Suggest 5 books on christmas" [12:23:33 PM] 📋 VALIDATING RESPONSE FOR QUERY: "Suggest 5 books on christmas" [12:23:33 PM] ℹ️ Locating the latest response in chat [12:23:33 PM] ℹ️ Waiting for response to be visible (max 30 seconds) [12:23:33 PM] ✅ Response received - Length: 608 characters [12:23:33 PM] ℹ️ Response preview: Watch Me WorkInterpreting context for your query...That sounds like a lovely theme! To help you find... [12:23:33 PM] ℹ️ Extracting book data from response... [12:23:33 PM] 📋 EXTRACTING BOOK DATA FROM RESPONSE [12:23:33 PM] ℹ️ Locating BookGenie response container [12:23:33 PM] ℹ️ Extracting HTML content from response [12:23:33 PM] ℹ️ HTML content extracted - Length: 7560 characters [12:23:33 PM] ℹ️ Parsing HTML to extract book data [12:23:33 PM] ✅ SUCCESSFULLY EXTRACTED 0 BOOKS [12:23:33 PM] 📋 EXTRACTED BOOKS SUMMARY [12:23:33 PM] 📊 Total books extracted: 0 [12:23:33 PM] 📊 Average relevance score: 0% [12:23:33 PM] ✅ Extracted 0 books from response === END LOGS ===
Scenario Logs: Book Genie Response Validation with Citation Verification
[12:23:18 PM] Navigating to Creative Workspace login page
[12:23:21 PM] Homepage visibility: false
[12:23:21 PM] ℹ️ Typing query: "Suggest 5 books on christmas"
[12:23:21 PM] ℹ️ Preparing to type query: "Suggest 5 books on christmas"
[12:23:21 PM] ℹ️ Waiting for chat input to be visible
[12:23:23 PM] ℹ️ Clearing chat input
[12:23:23 PM] ℹ️ Typing query: "Suggest 5 books on christmas"
[12:23:24 PM] ℹ️ Pressing Enter to submit query
[12:23:24 PM] ✅ Query submitted successfully: "Suggest 5 books on christmas"
[12:23:24 PM] ℹ️ Waiting for AI to complete thinking...
[12:23:24 PM] 📋 WAITING FOR AI RESPONSE
[12:23:24 PM] ℹ️ Looking for AI thinking indicator...
[12:23:24 PM] ℹ️ Waiting for thinking indicator to appear (max 2 minutes)
[12:23:26 PM] ✅ ✓ AI thinking indicator appeared - AI is processing the request
[12:23:26 PM] ℹ️ Waiting for thinking indicator to disappear (max 5 minutes)
[12:23:30 PM] ✅ ✓ AI thinking completed - Response should be ready
[12:23:30 PM] ℹ️ Allowing additional time for response rendering
[12:23:33 PM] ✅ AI response wait process completed
[12:23:33 PM] ℹ️ Validating response for query: "Suggest 5 books on christmas"
[12:23:33 PM] 📋 VALIDATING RESPONSE FOR QUERY: "Suggest 5 books on christmas"
[12:23:33 PM] ℹ️ Locating the latest response in chat
[12:23:33 PM] ℹ️ Waiting for response to be visible (max 30 seconds)
[12:23:33 PM] ✅ Response received - Length: 608 characters
[12:23:33 PM] ℹ️ Response preview: Watch Me WorkInterpreting context for your query...That sounds like a lovely theme! To help you find...
[12:23:33 PM] ℹ️ Extracting book data from response...
[12:23:33 PM] 📋 EXTRACTING BOOK DATA FROM RESPONSE
[12:23:33 PM] ℹ️ Locating BookGenie response container
[12:23:33 PM] ℹ️ Extracting HTML content from response
[12:23:33 PM] ℹ️ HTML content extracted - Length: 7560 characters
[12:23:33 PM] ℹ️ Parsing HTML to extract book data
[12:23:33 PM] ✅ SUCCESSFULLY EXTRACTED 0 BOOKS
[12:23:33 PM] 📋 EXTRACTED BOOKS SUMMARY
[12:23:33 PM] 📊 Total books extracted: 0
[12:23:33 PM] 📊 Average relevance score: 0%
[12:23:33 PM] ✅ Extracted 0 books from response
Scenario Outline: Book Genie Response Validation with Citation Verification
When
I open the Creative Workspace login page
00:00:02.966
Then
I should see the homepage
00:00:00.031
When
I click on the mode selection dropdown
00:00:00.000
Then
I can see the "BookGenieQA" mode
00:00:00.000
And
I select the "BookGenieQA" mode
00:00:00.000
Then
I type "Suggest 3 books for childrens" on chat input element
00:00:02.578
And
I wait for AI to complete thinking
00:00:21.409
And
I validate the response is visible for "Suggest 3 books for childrens"
00:00:00.006
And
I extract book data from BookGenie response
00:00:00.007
And
I save BookGenie book data to Excel file for query "Suggest 3 books for childrens"
00:00:00.010
And
I validate each book individually against Excel file for query "Suggest 3 books for childrens"
00:00:00.013
CITATION VALIDATION DETAILED REPORT ================================================================================ BOOK: The Art of Talking with Children ------------------------------------------------------------ ✅ Reason 1: PASS (100%) ❌ Reason 2: FAIL (0%) 📝 Reason: It champions rich talk as a transformative parenting philosophy... 📚 Citation: The book champions 'rich talk' as a transformative parenting philosophy, cultivating compassionate, ... ⚠️ Citation text not found in reason: "The book champions 'rich talk' as a transformative parenting philosophy, cultivating compassionate, creative, and curious children" ✅ Reason 3: PASS (100%) BOOK: A Christmas Carol ------------------------------------------------------------ ❌ Reason 1: FAIL (0%) 📝 Reason: The book is a classic tale that opens Scrooge’s heart to kindness and charity, fraternity and goodwi... 📚 Citation: opening Scrooge’s heart to kindness and charity, fraternity and goodwill... ⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill" ✅ Reason 2: PASS (95%) ❌ Reason 3: FAIL (0%) 📝 Reason: The book is a complete edition of the classic text and an essential coming-of-age story for all read... 📚 Citation: opening Scrooge’s heart to kindness and charity, fraternity and goodwill... ⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill" BOOK: A Series of Unfortunate Events #1: The Bad Beginning ------------------------------------------------------------ ✅ Reason 1: PASS (100%) ✅ Reason 2: PASS (100%) ❌ Reason 3: FAIL (0%) 📝 Reason: The book is for children of interest age from 8 to 12... 📚 Citation: Interest age, years: from 8 to 12... ⚠️ Citation text not found in reason: "Interest age, years: from 8 to 12" SUMMARY: 5/9 reasons passed (55.6%) OVERALL STATUS: FAIL
Citation validation failed: 5/9 passed (55.6%)
Citation Validation Summary: 5/9 passed
📊 Citation Validation Report
Generated on 10/15/2025, 12:25:42 PM
📖 The Art of Talking with Children
✅ Reason 1: 100% match
❌ Reason 2: 0% match
⚠️ Citation text not found in reason: "The book champions 'rich talk' as a transformative parenting philosophy, cultivating compassionate, creative, and curious children"
✅ Reason 3: 100% match
📖 A Christmas Carol
❌ Reason 1: 0% match
⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill"
✅ Reason 2: 95% match
❌ Reason 3: 0% match
⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill"
📖 A Series of Unfortunate Events #1: The Bad Beginning
✅ Reason 1: 100% match
✅ Reason 2: 100% match
❌ Reason 3: 0% match
⚠️ Citation text not found in reason: "Interest age, years: from 8 to 12"
📈 Validation Summary
Total Reasons Validated: 9
Passed: 5
Failed: 4
Pass Rate: 55.6%
Overall Status: FAIL
Then
I verify database connectivity
00:00:00.350
And
database should contain 2020 books
00:00:00.172
And
I validate extracted books individually against database
00:00:00.546
And
I validate BookGenie response relevance with AI for query "Suggest 3 books for childrens"
00:00:47.007
+ Show Info
+ Show Info
PER-BOOK AI VALIDATION REPORT - Query: "Suggest 3 books for childrens" ================================================================================ OVERALL RELEVANCE SCORE: 60% STATUS: FAIL BOOKS ANALYZED: 3 BOOK 1: "The Art of Talking with Children" ------------------------------------------------------------ Overall Score: 10% SECTION SCORES: Author Information: 100% - Author information is complete and accurate. Publishing Date: 100% - The publishing date is present and accurate. Why Match Explanations: 5% - The explanations accurately describe the book's content but prove it is a mismatch for the query. They clearly state the book is for adults to help them talk to children, not a book for children to read. Relevance Scores: 0% - The 100% relevance score is completely incorrect. The book is for adults about children, making it irrelevant to a query for books for children to read. DETAILED FEEDBACK: • This book is a fundamental mismatch for the query. It is a parenting/educational book for adults, not a storybook for children. • The selection demonstrates a critical failure to distinguish between books *for* an audience and books *about* that audience. IMPROVEMENT SUGGESTIONS: • The model must be trained to differentiate its understanding of audience. A book 'about children' is not the same as a book 'for children'. • Relevance scoring logic must be revised to heavily penalize such fundamental mismatches. ================================================================================ BOOK 2: "A Christmas Carol" ------------------------------------------------------------ Overall Score: 95% SECTION SCORES: Author Information: 100% - Author is correctly identified. Publishing Date: 85% - The date provided is for a specific modern reprint, which is acceptable. However, mentioning the original 1843 publication date would provide better context for a classic. Why Match Explanations: 95% - The explanations are excellent. They justify the choice by highlighting its classic status, moral lessons, and specifying a target age range (6-10), which is very helpful. Relevance Scores: 95% - The 100% relevance score is well-justified. This is a quintessential and highly appropriate classic story for children. DETAILED FEEDBACK: • This is an excellent and highly relevant suggestion for the query. • The justification for its inclusion is strong, clear, and provides useful context like the target age group. IMPROVEMENT SUGGESTIONS: • For classic works, consider including the original publication year alongside the date of the specific edition suggested to provide richer context. ================================================================================ BOOK 3: "A Series of Unfortunate Events #1: The Bad Beginning" ------------------------------------------------------------ Overall Score: 95% SECTION SCORES: Author Information: 100% - Author is correctly identified. Publishing Date: 85% - The date provided is for a 2009 reprint. While correct for that edition, the original was published in 1999. Adding the original date would be an improvement. Why Match Explanations: 90% - The explanations are very good, describing the unique tone of the book. The full response would likely be stronger, as the provided truncated text hints at more reasons. Relevance Scores: 95% - The 100% relevance score is well-justified. This is a very popular and appropriate book series for the target audience. DETAILED FEEDBACK: • This is a perfect modern classic suggestion for a children's book query. • The description of the book's style is accurate and compelling. IMPROVEMENT SUGGESTIONS: • Ensure the 'Why Match' explanation is not truncated. • Similar to other classics, providing the original publication date (1999) would add useful context. ================================================================================ SUMMARY FEEDBACK: ---------------------------------------- • The response quality is inconsistent. It provided two excellent, highly relevant book suggestions but led with one completely irrelevant choice. • The first recommendation's failure demonstrates a critical misunderstanding of the user's intent, mistaking a book *about* children for a book *for* children. • The two valid suggestions are well-justified and appropriate for the query. OVERALL IMPROVEMENT SUGGESTIONS: ---------------------------------------- • The top priority for improvement is refining the model's ability to distinguish between the subject of a book and its intended audience. • Relevance scores must be more critically assigned. A book that misses the core intent of the query should never receive a high score. • For classic books or long-running series, providing the original publication date in addition to the specific edition's date would enhance the response.
🤖 PER-BOOK AI Response Relevance Validation
Query: "Suggest 3 books for childrens"
Overall Relevance Score: 60%
Status: FAIL
Books Analyzed: 3
Individual Book Analyses
📖 Book 1: "The Art of Talking with Children" - 10%
Author Information: 100%
Author information is complete and accurate.
Publishing Date: 100%
The publishing date is present and accurate.
Why Match Explanations: 5%
The explanations accurately describe the book's content but prove it is a mismatch for the query. They clearly state the book is for adults to help them talk to children, not a book for children to read.
Relevance Scores: 0%
The 100% relevance score is completely incorrect. The book is for adults about children, making it irrelevant to a query for books for children to read.
Improvement Suggestions:
💡 The model must be trained to differentiate its understanding of audience. A book 'about children' is not the same as a book 'for children'.
💡 Relevance scoring logic must be revised to heavily penalize such fundamental mismatches.
📖 Book 2: "A Christmas Carol" - 95%
Author Information: 100%
Author is correctly identified.
Publishing Date: 85%
The date provided is for a specific modern reprint, which is acceptable. However, mentioning the original 1843 publication date would provide better context for a classic.
Why Match Explanations: 95%
The explanations are excellent. They justify the choice by highlighting its classic status, moral lessons, and specifying a target age range (6-10), which is very helpful.
Relevance Scores: 95%
The 100% relevance score is well-justified. This is a quintessential and highly appropriate classic story for children.
Improvement Suggestions:
💡 For classic works, consider including the original publication year alongside the date of the specific edition suggested to provide richer context.
📖 Book 3: "A Series of Unfortunate Events #1: The Bad Beginning" - 95%
Author Information: 100%
Author is correctly identified.
Publishing Date: 85%
The date provided is for a 2009 reprint. While correct for that edition, the original was published in 1999. Adding the original date would be an improvement.
Why Match Explanations: 90%
The explanations are very good, describing the unique tone of the book. The full response would likely be stronger, as the provided truncated text hints at more reasons.
Relevance Scores: 95%
The 100% relevance score is well-justified. This is a very popular and appropriate book series for the target audience.
Improvement Suggestions:
💡 Ensure the 'Why Match' explanation is not truncated.
💡 Similar to other classics, providing the original publication date (1999) would add useful context.
Summary Feedback
• The response quality is inconsistent. It provided two excellent, highly relevant book suggestions but led with one completely irrelevant choice.
• The first recommendation's failure demonstrates a critical misunderstanding of the user's intent, mistaking a book *about* children for a book *for* children.
• The two valid suggestions are well-justified and appropriate for the query.
Overall Improvement Suggestions
💡 The top priority for improvement is refining the model's ability to distinguish between the subject of a book and its intended audience.
💡 Relevance scores must be more critically assigned. A book that misses the core intent of the query should never receive a high score.
💡 For classic books or long-running series, providing the original publication date in addition to the specific edition's date would enhance the response.
=== SCENARIO LOGS: Book Genie Response Validation with Citation Verification === [12:23:34 PM] Navigating to Creative Workspace login page [12:23:37 PM] Homepage visibility: false [12:23:37 PM] ℹ️ Typing query: "Suggest 3 books for childrens" [12:23:37 PM] ℹ️ Preparing to type query: "Suggest 3 books for childrens" [12:23:37 PM] ℹ️ Waiting for chat input to be visible [12:23:39 PM] ℹ️ Clearing chat input [12:23:39 PM] ℹ️ Typing query: "Suggest 3 books for childrens" [12:23:40 PM] ℹ️ Pressing Enter to submit query [12:23:40 PM] ✅ Query submitted successfully: "Suggest 3 books for childrens" [12:23:40 PM] ℹ️ Waiting for AI to complete thinking... [12:23:40 PM] 📋 WAITING FOR AI RESPONSE [12:23:40 PM] ℹ️ Looking for AI thinking indicator... [12:23:40 PM] ℹ️ Waiting for thinking indicator to appear (max 2 minutes) [12:23:42 PM] ✅ ✓ AI thinking indicator appeared - AI is processing the request [12:23:42 PM] ℹ️ Waiting for thinking indicator to disappear (max 5 minutes) [12:23:58 PM] ✅ ✓ AI thinking completed - Response should be ready [12:23:58 PM] ℹ️ Allowing additional time for response rendering [12:24:01 PM] ✅ AI response wait process completed [12:24:01 PM] ℹ️ Validating response for query: "Suggest 3 books for childrens" [12:24:01 PM] 📋 VALIDATING RESPONSE FOR QUERY: "Suggest 3 books for childrens" [12:24:01 PM] ℹ️ Locating the latest response in chat [12:24:01 PM] ℹ️ Waiting for response to be visible (max 30 seconds) [12:24:01 PM] ✅ Response received - Length: 2203 characters [12:24:01 PM] ℹ️ Response preview: Watch Me WorkInterpreting context for your query...Retrieving Relevant Books for 'books for children... [12:24:01 PM] ℹ️ Extracting book data from response... [12:24:01 PM] 📋 EXTRACTING BOOK DATA FROM RESPONSE [12:24:01 PM] ℹ️ Locating BookGenie response container [12:24:01 PM] ℹ️ Extracting HTML content from response [12:24:01 PM] ℹ️ HTML content extracted - Length: 24117 characters [12:24:01 PM] ℹ️ Parsing HTML to extract book data [12:24:01 PM] ✅ SUCCESSFULLY EXTRACTED 3 BOOKS [12:24:01 PM] 📋 EXTRACTED BOOKS SUMMARY [12:24:01 PM] 📚 1. "The Art of Talking with Children" - Score: 100%% [12:24:01 PM] 📚 2. "A Christmas Carol" - Score: 100%% [12:24:01 PM] 📚 3. "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 100%% [12:24:01 PM] 📊 Total books extracted: 3 [12:24:01 PM] 📊 Average relevance score: 100% [12:24:01 PM] ✅ Extracted 3 books from response [12:24:01 PM] ℹ️ Saving 3 books to Excel file: test_results/suggest_3_books_for_childrens.xlsx [12:24:01 PM] 📋 SAVING BOOKS TO EXCEL FILE [12:24:01 PM] ℹ️ Target file path: test_results/suggest_3_books_for_childrens.xlsx [12:24:01 PM] ℹ️ Exporting 3 books to Excel format [12:24:01 PM] ✅ Book data saved to: test_results/suggest_3_books_for_childrens.xlsx [12:24:01 PM] 📊 File verified - Size: 17.20 KB [12:24:01 PM] ✅ ✓ Excel file creation verified successfully [12:24:02 PM] 📋 STARTING INDIVIDUAL BOOK VALIDATION (3 books) for query: "Suggest 3 books for childrens" [12:24:02 PM] 📋 📚 VALIDATING BOOK 1: "The Art of Talking with Children" [12:24:02 PM] ℹ️ Starting comprehensive book validation [12:24:02 PM] ℹ️ Validating title: "The Art of Talking with Children" vs expected: "The Art of Talking with Children" [12:24:02 PM] ✅ ✅ TITLE VALIDATION PASSED: "The Art of Talking with Children" [12:24:02 PM] ℹ️ Validating score: 100% vs expected: 100% [12:24:02 PM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%) [12:24:02 PM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned [12:24:02 PM] ℹ️ Why-match points: extracted 3 vs expected 3 [12:24:02 PM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3) [12:24:02 PM] ✅ 🎉 BOOK 1 VALIDATION: ALL CHECKS PASSED! [12:24:02 PM] ℹ️ Book 1 validation completed [12:24:02 PM] 📋 📚 VALIDATING BOOK 2: "A Christmas Carol" [12:24:02 PM] ℹ️ Starting comprehensive book validation [12:24:02 PM] ℹ️ Validating title: "A Christmas Carol" vs expected: "A Christmas Carol" [12:24:02 PM] ✅ ✅ TITLE VALIDATION PASSED: "A Christmas Carol" [12:24:02 PM] ℹ️ Validating score: 100% vs expected: 100% [12:24:02 PM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%) [12:24:02 PM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned [12:24:02 PM] ℹ️ Why-match points: extracted 3 vs expected 3 [12:24:02 PM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3) [12:24:02 PM] ✅ 🎉 BOOK 2 VALIDATION: ALL CHECKS PASSED! [12:24:02 PM] ℹ️ Book 2 validation completed [12:24:02 PM] 📋 📚 VALIDATING BOOK 3: "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:02 PM] ℹ️ Starting comprehensive book validation [12:24:02 PM] ℹ️ Validating title: "A Series of Unfortunate Events #1: The Bad Beginning" vs expected: "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:02 PM] ✅ ✅ TITLE VALIDATION PASSED: "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:02 PM] ℹ️ Validating score: 100% vs expected: 100% [12:24:02 PM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%) [12:24:02 PM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned [12:24:02 PM] ℹ️ Why-match points: extracted 3 vs expected 3 [12:24:02 PM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3) [12:24:02 PM] ✅ 🎉 BOOK 3 VALIDATION: ALL CHECKS PASSED! [12:24:02 PM] ℹ️ Book 3 validation completed [12:24:02 PM] 📊 VALIDATION SUMMARY: 3/3 books passed [12:24:02 PM] ✅ ALL BOOKS VALIDATED SUCCESSFULLY! [12:24:02 PM] 📋 🔍 VALIDATING REASON-CITATION MATCHES [12:24:02 PM] ℹ️ Starting citation validation process... [12:24:02 PM] 📋 🚀 STARTING COMPLETE CITATION VALIDATION WORKFLOW [12:24:02 PM] ℹ️ Step 1: Extracting books from AI response [12:24:02 PM] 📋 EXTRACTING BOOK DATA FROM RESPONSE [12:24:02 PM] ℹ️ Locating BookGenie response container [12:24:02 PM] ℹ️ Extracting HTML content from response [12:24:02 PM] ℹ️ HTML content extracted - Length: 24117 characters [12:24:02 PM] ℹ️ Parsing HTML to extract book data [12:24:02 PM] ✅ SUCCESSFULLY EXTRACTED 3 BOOKS [12:24:02 PM] 📋 EXTRACTED BOOKS SUMMARY [12:24:02 PM] 📚 1. "The Art of Talking with Children" - Score: 100%% [12:24:02 PM] 📚 2. "A Christmas Carol" - Score: 100%% [12:24:02 PM] 📚 3. "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 100%% [12:24:02 PM] 📊 Total books extracted: 3 [12:24:02 PM] 📊 Average relevance score: 100% [12:24:02 PM] ℹ️ Step 2: Extracting citation texts from book elements [12:24:02 PM] 📋 📚 EXTRACTING CITATION TEXTS FROM BOOK ELEMENTS [12:24:02 PM] ℹ️ Step 1: Waiting for main book section [12:24:02 PM] ℹ️ Found 7 total accordion sections [12:24:02 PM] ℹ️ Found individual book: "1. The Art of Talking with Children" [12:24:02 PM] ℹ️ Found individual book: "2. A Christmas Carol" [12:24:02 PM] ℹ️ Found individual book: "3. A Series of Unfortunate Events #1: The Bad Beginning" [12:24:02 PM] ℹ️ Processing 3 individual book sections [12:24:02 PM] 📋 📖 PROCESSING BOOK 1: "The Art of Talking with Children" [12:24:02 PM] ℹ️ Expanding book section: "The Art of Talking with Children" [12:24:05 PM] ✅ Book section expanded: "The Art of Talking with Children" [12:24:05 PM] ℹ️ Expanding "Why this book is the match" section for: "The Art of Talking with Children" [12:24:08 PM] ✅ "Why this book is the match" section expanded for: "The Art of Talking with Children" [12:24:08 PM] ℹ️ Found 3 citation buttons for "The Art of Talking with Children" [12:24:08 PM] ℹ️ Extracting citation 1/3 for "The Art of Talking with Children" [12:24:08 PM] ℹ️ Processing metadata citation 1 for "The Art of Talking with Children" [12:24:09 PM] ℹ️ Clicking to OPEN metadata citation 1 [12:24:11 PM] ℹ️ Extracted citation text (first 100 chars): practical tools... [12:24:11 PM] ℹ️ Clicking to CLOSE metadata citation 1 [12:24:12 PM] ✅ ✅ metadata citation 1 closed successfully [12:24:12 PM] ℹ️ ✅ Citation 1 extracted successfully (length: 15) [12:24:12 PM] ℹ️ Extracting citation 2/3 for "The Art of Talking with Children" [12:24:12 PM] ℹ️ Processing manuscript citation 2 for "The Art of Talking with Children" [12:24:13 PM] ℹ️ Clicking to OPEN manuscript citation 2 [12:24:15 PM] ℹ️ Extracted citation text (first 100 chars): The book champions 'rich talk' as a transformative parenting philosophy, cultivating compassionate, ... [12:24:15 PM] ℹ️ Clicking to CLOSE manuscript citation 2 [12:24:17 PM] ✅ ✅ manuscript citation 2 closed successfully [12:24:17 PM] ℹ️ ✅ Citation 2 extracted successfully (length: 130) [12:24:17 PM] ℹ️ Extracting citation 3/3 for "The Art of Talking with Children" [12:24:17 PM] ℹ️ Processing manuscript citation 3 for "The Art of Talking with Children" [12:24:18 PM] ℹ️ Clicking to OPEN manuscript citation 3 [12:24:20 PM] ℹ️ Extracted citation text (first 100 chars): grounded in the author's extensive professional background... [12:24:20 PM] ℹ️ Clicking to CLOSE manuscript citation 3 [12:24:22 PM] ✅ ✅ manuscript citation 3 closed successfully [12:24:22 PM] ℹ️ ✅ Citation 3 extracted successfully (length: 58) [12:24:22 PM] ℹ️ Collapsing book section: "The Art of Talking with Children" [12:24:23 PM] ✅ Book section collapsed: "The Art of Talking with Children" [12:24:23 PM] ✅ ✅ Completed processing "The Art of Talking with Children" - 3 citations extracted [12:24:23 PM] 📋 📖 PROCESSING BOOK 2: "A Christmas Carol" [12:24:23 PM] ℹ️ Expanding book section: "A Christmas Carol" [12:24:26 PM] ✅ Book section expanded: "A Christmas Carol" [12:24:26 PM] ℹ️ Expanding "Why this book is the match" section for: "A Christmas Carol" [12:24:29 PM] ✅ "Why this book is the match" section expanded for: "A Christmas Carol" [12:24:29 PM] ℹ️ Found 3 citation buttons for "A Christmas Carol" [12:24:29 PM] ℹ️ Extracting citation 1/3 for "A Christmas Carol" [12:24:29 PM] ℹ️ Processing metadata citation 1 for "A Christmas Carol" [12:24:30 PM] ℹ️ Clicking to OPEN metadata citation 1 [12:24:32 PM] ℹ️ Extracted citation text (first 100 chars): opening Scrooge’s heart to kindness and charity, fraternity and goodwill... [12:24:32 PM] ℹ️ Clicking to CLOSE metadata citation 1 [12:24:34 PM] ✅ ✅ metadata citation 1 closed successfully [12:24:34 PM] ℹ️ ✅ Citation 1 extracted successfully (length: 72) [12:24:34 PM] ℹ️ Extracting citation 2/3 for "A Christmas Carol" [12:24:34 PM] ℹ️ Processing metadata citation 2 for "A Christmas Carol" [12:24:35 PM] ℹ️ Clicking to OPEN metadata citation 2 [12:24:37 PM] ℹ️ Extracted citation text (first 100 chars): Interest age, years: from 6 to 10... [12:24:37 PM] ℹ️ Clicking to CLOSE metadata citation 2 [12:24:38 PM] ✅ ✅ metadata citation 2 closed successfully [12:24:38 PM] ℹ️ ✅ Citation 2 extracted successfully (length: 33) [12:24:38 PM] ℹ️ Extracting citation 3/3 for "A Christmas Carol" [12:24:38 PM] ℹ️ Processing metadata citation 3 for "A Christmas Carol" [12:24:39 PM] ℹ️ Clicking to OPEN metadata citation 3 [12:24:42 PM] ℹ️ Extracted citation text (first 100 chars): opening Scrooge’s heart to kindness and charity, fraternity and goodwill... [12:24:42 PM] ℹ️ Clicking to CLOSE metadata citation 3 [12:24:43 PM] ✅ ✅ metadata citation 3 closed successfully [12:24:43 PM] ℹ️ ✅ Citation 3 extracted successfully (length: 72) [12:24:43 PM] ℹ️ Collapsing book section: "A Christmas Carol" [12:24:45 PM] ✅ Book section collapsed: "A Christmas Carol" [12:24:45 PM] ✅ ✅ Completed processing "A Christmas Carol" - 3 citations extracted [12:24:45 PM] 📋 📖 PROCESSING BOOK 3: "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:45 PM] ℹ️ Expanding book section: "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:48 PM] ✅ Book section expanded: "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:48 PM] ℹ️ Expanding "Why this book is the match" section for: "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:51 PM] ✅ "Why this book is the match" section expanded for: "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:51 PM] ℹ️ Found 3 citation buttons for "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:51 PM] ℹ️ Extracting citation 1/3 for "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:51 PM] ℹ️ Processing metadata citation 1 for "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:52 PM] ℹ️ Clicking to OPEN metadata citation 1 [12:24:54 PM] ℹ️ Extracted citation text (first 100 chars): an exquisitely dark comedy that is both literary and irreverent, hilarious and deftly crafted... [12:24:54 PM] ℹ️ Clicking to CLOSE metadata citation 1 [12:24:55 PM] ✅ ✅ metadata citation 1 closed successfully [12:24:55 PM] ℹ️ ✅ Citation 1 extracted successfully (length: 93) [12:24:55 PM] ℹ️ Extracting citation 2/3 for "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:55 PM] ℹ️ Processing metadata citation 2 for "A Series of Unfortunate Events #1: The Bad Beginning" [12:24:56 PM] ℹ️ Clicking to OPEN metadata citation 2 [12:24:58 PM] ℹ️ Extracted citation text (first 100 chars): a tale of three likeable and unfortunate children been quite so enchanting, or quite so uproariously... [12:24:58 PM] ℹ️ Clicking to CLOSE metadata citation 2 [12:25:00 PM] ✅ ✅ metadata citation 2 closed successfully [12:25:00 PM] ℹ️ ✅ Citation 2 extracted successfully (length: 109) [12:25:00 PM] ℹ️ Extracting citation 3/3 for "A Series of Unfortunate Events #1: The Bad Beginning" [12:25:00 PM] ℹ️ Processing metadata citation 3 for "A Series of Unfortunate Events #1: The Bad Beginning" [12:25:01 PM] ℹ️ Clicking to OPEN metadata citation 3 [12:25:03 PM] ℹ️ Extracted citation text (first 100 chars): Interest age, years: from 8 to 12... [12:25:03 PM] ℹ️ Clicking to CLOSE metadata citation 3 [12:25:05 PM] ✅ ✅ metadata citation 3 closed successfully [12:25:05 PM] ℹ️ ✅ Citation 3 extracted successfully (length: 33) [12:25:05 PM] ℹ️ Collapsing book section: "A Series of Unfortunate Events #1: The Bad Beginning" [12:25:06 PM] ✅ Book section collapsed: "A Series of Unfortunate Events #1: The Bad Beginning" [12:25:06 PM] ✅ ✅ Completed processing "A Series of Unfortunate Events #1: The Bad Beginning" - 3 citations extracted [12:25:06 PM] ✅ 🎉 Successfully extracted citations from 3 books [12:25:06 PM] ℹ️ Step 3: Validating reason-citation matches [12:25:06 PM] 📋 🔍 VALIDATING REASON-CITATION MATCHES (80% THRESHOLD) [12:25:06 PM] ℹ️ 📖 Validating 3 reasons for: "The Art of Talking with Children" [12:25:06 PM] ℹ️ Reason 1: Checking match... [12:25:06 PM] ✅ ✅ "The Art of Talking with Children" - Reason 1: 100% match - PASS [12:25:06 PM] ℹ️ Reason 2: Checking match... [12:25:07 PM] ❌ ❌ "The Art of Talking with Children" - Reason 2: 0% match - FAIL [12:25:07 PM] ❌ ⚠️ Citation text not found in reason: "The book champions 'rich talk' as a transformative parenting philosophy, cultivating compassionate, creative, and curious children" [12:25:07 PM] ℹ️ Reason 3: Checking match... [12:25:07 PM] ✅ ✅ "The Art of Talking with Children" - Reason 3: 100% match - PASS [12:25:07 PM] ℹ️ 📖 Validating 3 reasons for: "A Christmas Carol" [12:25:07 PM] ℹ️ Reason 1: Checking match... [12:25:07 PM] ❌ ❌ "A Christmas Carol" - Reason 1: 0% match - FAIL [12:25:07 PM] ❌ ⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill" [12:25:07 PM] ℹ️ Reason 2: Checking match... [12:25:30 PM] ✅ ✅ "A Christmas Carol" - Reason 2: 95% match - PASS [12:25:30 PM] ℹ️ Reason 3: Checking match... [12:25:42 PM] ❌ ❌ "A Christmas Carol" - Reason 3: 0% match - FAIL [12:25:42 PM] ❌ ⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill" [12:25:42 PM] ℹ️ 📖 Validating 3 reasons for: "A Series of Unfortunate Events #1: The Bad Beginning" [12:25:42 PM] ℹ️ Reason 1: Checking match... [12:25:42 PM] ✅ ✅ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 1: 100% match - PASS [12:25:42 PM] ℹ️ Reason 2: Checking match... [12:25:42 PM] ✅ ✅ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 2: 100% match - PASS [12:25:42 PM] ℹ️ Reason 3: Checking match... [12:25:42 PM] ❌ ❌ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 3: 0% match - FAIL [12:25:42 PM] ❌ ⚠️ Citation text not found in reason: "Interest age, years: from 8 to 12" [12:25:42 PM] 📊 📊 CITATION VALIDATION SUMMARY: 5/9 passed (55.6%) [12:25:42 PM] ❌ 💥 REASON-CITATION VALIDATION: OVERALL FAILED [12:25:42 PM] ℹ️ Step 4: Generating detailed report [12:25:42 PM] 📋 📋 GENERATING CITATION VALIDATION REPORT [12:25:42 PM] ℹ️ Report generated: 5/9 reasons passed [12:25:42 PM] ✅ ✅ Citation validation workflow completed successfully [12:25:42 PM] 📊 📈 OVERALL CITATION VALIDATION: 5/9 (55.6%) [12:25:42 PM] ❌ ❌ REASON-CITATION VALIDATION: OVERALL FAILED - Only 55.6% of reasons match citations (required: 80%) [12:25:42 PM] 📋 📋 GENERATING DETAILED CITATION VALIDATION REPORT [12:25:42 PM] ℹ️ Generating HTML citation validation report [12:25:42 PM] ✅ Generated HTML report for 9 reasons [12:25:42 PM] ✅ ✅ Citation validation HTML report generated and attached [12:25:42 PM] ✅ ✅ Citation validation plain text report attached [12:25:42 PM] ℹ️ Checking database connectivity... [12:25:43 PM] ✅ ✅ Database connected successfully [12:25:43 PM] ℹ️ Database path: /home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/test_data/database.xlsx [12:25:43 PM] ℹ️ Total books: 10032 [12:25:43 PM] 📊 Database contains 10032 books [12:25:43 PM] ✅ ✅ Database book count requirement met: 10032 >= 2020 [12:25:43 PM] 📋 🔍 VALIDATING EXTRACTED BOOKS INDIVIDUALLY AGAINST DATABASE [12:25:43 PM] ℹ️ Checking book 1/3: "The Art of Talking with Children" [12:25:43 PM] ℹ️ Checking if book exists in database: "The Art of Talking with Children" [12:25:43 PM] ✅ ✅ Database match: "The Art of Talking with Children" → "He" [12:25:43 PM] ℹ️ Checking book 2/3: "A Christmas Carol" [12:25:43 PM] ℹ️ Checking if book exists in database: "A Christmas Carol" [12:25:43 PM] ✅ ✅ Database match: "A Christmas Carol" → "A Christmas Carol" [12:25:43 PM] ℹ️ Checking book 3/3: "A Series of Unfortunate Events #1: The Bad Beginning" [12:25:43 PM] ℹ️ Checking if book exists in database: "A Series of Unfortunate Events #1: The Bad Beginning" [12:25:43 PM] ✅ ✅ Database match: "A Series of Unfortunate Events #1: The Bad Beginning" → "Eve" [12:25:43 PM] 📊 INDIVIDUAL DATABASE VALIDATION SUMMARY: 3/3 books found in database [12:25:43 PM] ✅ 🎉 ALL BOOKS VALIDATED SUCCESSFULLY AGAINST DATABASE! [12:25:43 PM] 📋 🤖 VALIDATING RESPONSE RELEVANCE WITH GEMINI AI - PER BOOK ANALYSIS [12:25:43 PM] ℹ️ Starting Gemini AI per-book relevance validation... [12:25:43 PM] 📋 🤖 ANALYZING RESPONSE RELEVANCE WITH GEMINI AI - PER BOOK ANALYSIS [12:25:43 PM] ℹ️ Starting Gemini AI analysis with retry logic... [12:26:30 PM] 📊 Gemini AI Overall Relevance Score: 60% [12:26:30 PM] 📊 Analyzed 3 books individually [12:26:30 PM] ❌ ❌ GEMINI VALIDATION: Response relevance below threshold (60%) [12:26:30 PM] 📋 📖 ANALYSIS FOR: "The Art of Talking with Children" - Score: 10% [12:26:30 PM] ℹ️ ✅ Author Information: 100% - Author information is complete and accurate. [12:26:30 PM] ℹ️ ✅ Publishing Date: 100% - The publishing date is present and accurate. [12:26:30 PM] ℹ️ ❌ Why Match Explanations: 5% - The explanations accurately describe the book's content but prove it is a mismatch for the query. They clearly state the book is for adults to help them talk to children, not a book for children to read. [12:26:30 PM] ℹ️ ❌ Relevance Scores: 0% - The 100% relevance score is completely incorrect. The book is for adults about children, making it irrelevant to a query for books for children to read. [12:26:30 PM] ℹ️ 💡 Book-specific improvements: [12:26:30 PM] ℹ️ - The model must be trained to differentiate its understanding of audience. A book 'about children' is not the same as a book 'for children'. [12:26:30 PM] ℹ️ - Relevance scoring logic must be revised to heavily penalize such fundamental mismatches. [12:26:30 PM] 📋 📖 ANALYSIS FOR: "A Christmas Carol" - Score: 95% [12:26:30 PM] ℹ️ ✅ Author Information: 100% - Author is correctly identified. [12:26:30 PM] ℹ️ ✅ Publishing Date: 85% - The date provided is for a specific modern reprint, which is acceptable. However, mentioning the original 1843 publication date would provide better context for a classic. [12:26:30 PM] ℹ️ ✅ Why Match Explanations: 95% - The explanations are excellent. They justify the choice by highlighting its classic status, moral lessons, and specifying a target age range (6-10), which is very helpful. [12:26:30 PM] ℹ️ ✅ Relevance Scores: 95% - The 100% relevance score is well-justified. This is a quintessential and highly appropriate classic story for children. [12:26:30 PM] ℹ️ 💡 Book-specific improvements: [12:26:30 PM] ℹ️ - For classic works, consider including the original publication year alongside the date of the specific edition suggested to provide richer context. [12:26:30 PM] 📋 📖 ANALYSIS FOR: "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 95% [12:26:30 PM] ℹ️ ✅ Author Information: 100% - Author is correctly identified. [12:26:30 PM] ℹ️ ✅ Publishing Date: 85% - The date provided is for a 2009 reprint. While correct for that edition, the original was published in 1999. Adding the original date would be an improvement. [12:26:30 PM] ℹ️ ✅ Why Match Explanations: 90% - The explanations are very good, describing the unique tone of the book. The full response would likely be stronger, as the provided truncated text hints at more reasons. [12:26:30 PM] ℹ️ ✅ Relevance Scores: 95% - The 100% relevance score is well-justified. This is a very popular and appropriate book series for the target audience. [12:26:30 PM] ℹ️ 💡 Book-specific improvements: [12:26:30 PM] ℹ️ - Ensure the 'Why Match' explanation is not truncated. [12:26:30 PM] ℹ️ - Similar to other classics, providing the original publication date (1999) would add useful context. [12:26:30 PM] ℹ️ 📊 SUMMARY FEEDBACK: [12:26:30 PM] ℹ️ • The response quality is inconsistent. It provided two excellent, highly relevant book suggestions but led with one completely irrelevant choice. [12:26:30 PM] ℹ️ • The first recommendation's failure demonstrates a critical misunderstanding of the user's intent, mistaking a book *about* children for a book *for* children. [12:26:30 PM] ℹ️ • The two valid suggestions are well-justified and appropriate for the query. [12:26:30 PM] ❌ ❌ GEMINI AI VALIDATION FAILED: 60% relevance score (required: 80%) [12:26:30 PM] ℹ️ Continuing execution due to soft assertion... === END LOGS ===
Scenario Logs: Book Genie Response Validation with Citation Verification
[12:23:34 PM] Navigating to Creative Workspace login page
[12:23:37 PM] Homepage visibility: false
[12:23:37 PM] ℹ️ Typing query: "Suggest 3 books for childrens"
[12:23:37 PM] ℹ️ Preparing to type query: "Suggest 3 books for childrens"
[12:23:37 PM] ℹ️ Waiting for chat input to be visible
[12:23:39 PM] ℹ️ Clearing chat input
[12:23:39 PM] ℹ️ Typing query: "Suggest 3 books for childrens"
[12:23:40 PM] ℹ️ Pressing Enter to submit query
[12:23:40 PM] ✅ Query submitted successfully: "Suggest 3 books for childrens"
[12:23:40 PM] ℹ️ Waiting for AI to complete thinking...
[12:23:40 PM] 📋 WAITING FOR AI RESPONSE
[12:23:40 PM] ℹ️ Looking for AI thinking indicator...
[12:23:40 PM] ℹ️ Waiting for thinking indicator to appear (max 2 minutes)
[12:23:42 PM] ✅ ✓ AI thinking indicator appeared - AI is processing the request
[12:23:42 PM] ℹ️ Waiting for thinking indicator to disappear (max 5 minutes)
[12:23:58 PM] ✅ ✓ AI thinking completed - Response should be ready
[12:23:58 PM] ℹ️ Allowing additional time for response rendering
[12:24:01 PM] ✅ AI response wait process completed
[12:24:01 PM] ℹ️ Validating response for query: "Suggest 3 books for childrens"
[12:24:01 PM] 📋 VALIDATING RESPONSE FOR QUERY: "Suggest 3 books for childrens"
[12:24:01 PM] ℹ️ Locating the latest response in chat
[12:24:01 PM] ℹ️ Waiting for response to be visible (max 30 seconds)
[12:24:01 PM] ✅ Response received - Length: 2203 characters
[12:24:01 PM] ℹ️ Response preview: Watch Me WorkInterpreting context for your query...Retrieving Relevant Books for 'books for children...
[12:24:01 PM] ℹ️ Extracting book data from response...
[12:24:01 PM] 📋 EXTRACTING BOOK DATA FROM RESPONSE
[12:24:01 PM] ℹ️ Locating BookGenie response container
[12:24:01 PM] ℹ️ Extracting HTML content from response
[12:24:01 PM] ℹ️ HTML content extracted - Length: 24117 characters
[12:24:01 PM] ℹ️ Parsing HTML to extract book data
[12:24:01 PM] ✅ SUCCESSFULLY EXTRACTED 3 BOOKS
[12:24:01 PM] 📋 EXTRACTED BOOKS SUMMARY
[12:24:01 PM] 📚 1. "The Art of Talking with Children" - Score: 100%%
[12:24:01 PM] 📚 2. "A Christmas Carol" - Score: 100%%
[12:24:01 PM] 📚 3. "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 100%%
[12:24:01 PM] 📊 Total books extracted: 3
[12:24:01 PM] 📊 Average relevance score: 100%
[12:24:01 PM] ✅ Extracted 3 books from response
[12:24:01 PM] ℹ️ Saving 3 books to Excel file: test_results/suggest_3_books_for_childrens.xlsx
[12:24:01 PM] 📋 SAVING BOOKS TO EXCEL FILE
[12:24:01 PM] ℹ️ Target file path: test_results/suggest_3_books_for_childrens.xlsx
[12:24:01 PM] ℹ️ Exporting 3 books to Excel format
[12:24:01 PM] ✅ Book data saved to: test_results/suggest_3_books_for_childrens.xlsx
[12:24:01 PM] 📊 File verified - Size: 17.20 KB
[12:24:01 PM] ✅ ✓ Excel file creation verified successfully
[12:24:02 PM] 📋 STARTING INDIVIDUAL BOOK VALIDATION (3 books) for query: "Suggest 3 books for childrens"
[12:24:02 PM] 📋 📚 VALIDATING BOOK 1: "The Art of Talking with Children"
[12:24:02 PM] ℹ️ Starting comprehensive book validation
[12:24:02 PM] ℹ️ Validating title: "The Art of Talking with Children" vs expected: "The Art of Talking with Children"
[12:24:02 PM] ✅ ✅ TITLE VALIDATION PASSED: "The Art of Talking with Children"
[12:24:02 PM] ℹ️ Validating score: 100% vs expected: 100%
[12:24:02 PM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%)
[12:24:02 PM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned
[12:24:02 PM] ℹ️ Why-match points: extracted 3 vs expected 3
[12:24:02 PM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3)
[12:24:02 PM] ✅ 🎉 BOOK 1 VALIDATION: ALL CHECKS PASSED!
[12:24:02 PM] ℹ️ Book 1 validation completed
[12:24:02 PM] 📋 📚 VALIDATING BOOK 2: "A Christmas Carol"
[12:24:02 PM] ℹ️ Starting comprehensive book validation
[12:24:02 PM] ℹ️ Validating title: "A Christmas Carol" vs expected: "A Christmas Carol"
[12:24:02 PM] ✅ ✅ TITLE VALIDATION PASSED: "A Christmas Carol"
[12:24:02 PM] ℹ️ Validating score: 100% vs expected: 100%
[12:24:02 PM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%)
[12:24:02 PM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned
[12:24:02 PM] ℹ️ Why-match points: extracted 3 vs expected 3
[12:24:02 PM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3)
[12:24:02 PM] ✅ 🎉 BOOK 2 VALIDATION: ALL CHECKS PASSED!
[12:24:02 PM] ℹ️ Book 2 validation completed
[12:24:02 PM] 📋 📚 VALIDATING BOOK 3: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:02 PM] ℹ️ Starting comprehensive book validation
[12:24:02 PM] ℹ️ Validating title: "A Series of Unfortunate Events #1: The Bad Beginning" vs expected: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:02 PM] ✅ ✅ TITLE VALIDATION PASSED: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:02 PM] ℹ️ Validating score: 100% vs expected: 100%
[12:24:02 PM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%)
[12:24:02 PM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned
[12:24:02 PM] ℹ️ Why-match points: extracted 3 vs expected 3
[12:24:02 PM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3)
[12:24:02 PM] ✅ 🎉 BOOK 3 VALIDATION: ALL CHECKS PASSED!
[12:24:02 PM] ℹ️ Book 3 validation completed
[12:24:02 PM] 📊 VALIDATION SUMMARY: 3/3 books passed
[12:24:02 PM] ✅ ALL BOOKS VALIDATED SUCCESSFULLY!
[12:24:02 PM] 📋 🔍 VALIDATING REASON-CITATION MATCHES
[12:24:02 PM] ℹ️ Starting citation validation process...
[12:24:02 PM] 📋 🚀 STARTING COMPLETE CITATION VALIDATION WORKFLOW
[12:24:02 PM] ℹ️ Step 1: Extracting books from AI response
[12:24:02 PM] 📋 EXTRACTING BOOK DATA FROM RESPONSE
[12:24:02 PM] ℹ️ Locating BookGenie response container
[12:24:02 PM] ℹ️ Extracting HTML content from response
[12:24:02 PM] ℹ️ HTML content extracted - Length: 24117 characters
[12:24:02 PM] ℹ️ Parsing HTML to extract book data
[12:24:02 PM] ✅ SUCCESSFULLY EXTRACTED 3 BOOKS
[12:24:02 PM] 📋 EXTRACTED BOOKS SUMMARY
[12:24:02 PM] 📚 1. "The Art of Talking with Children" - Score: 100%%
[12:24:02 PM] 📚 2. "A Christmas Carol" - Score: 100%%
[12:24:02 PM] 📚 3. "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 100%%
[12:24:02 PM] 📊 Total books extracted: 3
[12:24:02 PM] 📊 Average relevance score: 100%
[12:24:02 PM] ℹ️ Step 2: Extracting citation texts from book elements
[12:24:02 PM] 📋 📚 EXTRACTING CITATION TEXTS FROM BOOK ELEMENTS
[12:24:02 PM] ℹ️ Step 1: Waiting for main book section
[12:24:02 PM] ℹ️ Found 7 total accordion sections
[12:24:02 PM] ℹ️ Found individual book: "1. The Art of Talking with Children"
[12:24:02 PM] ℹ️ Found individual book: "2. A Christmas Carol"
[12:24:02 PM] ℹ️ Found individual book: "3. A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:02 PM] ℹ️ Processing 3 individual book sections
[12:24:02 PM] 📋 📖 PROCESSING BOOK 1: "The Art of Talking with Children"
[12:24:02 PM] ℹ️ Expanding book section: "The Art of Talking with Children"
[12:24:05 PM] ✅ Book section expanded: "The Art of Talking with Children"
[12:24:05 PM] ℹ️ Expanding "Why this book is the match" section for: "The Art of Talking with Children"
[12:24:08 PM] ✅ "Why this book is the match" section expanded for: "The Art of Talking with Children"
[12:24:08 PM] ℹ️ Found 3 citation buttons for "The Art of Talking with Children"
[12:24:08 PM] ℹ️ Extracting citation 1/3 for "The Art of Talking with Children"
[12:24:08 PM] ℹ️ Processing metadata citation 1 for "The Art of Talking with Children"
[12:24:09 PM] ℹ️ Clicking to OPEN metadata citation 1
[12:24:11 PM] ℹ️ Extracted citation text (first 100 chars): practical tools...
[12:24:11 PM] ℹ️ Clicking to CLOSE metadata citation 1
[12:24:12 PM] ✅ ✅ metadata citation 1 closed successfully
[12:24:12 PM] ℹ️ ✅ Citation 1 extracted successfully (length: 15)
[12:24:12 PM] ℹ️ Extracting citation 2/3 for "The Art of Talking with Children"
[12:24:12 PM] ℹ️ Processing manuscript citation 2 for "The Art of Talking with Children"
[12:24:13 PM] ℹ️ Clicking to OPEN manuscript citation 2
[12:24:15 PM] ℹ️ Extracted citation text (first 100 chars): The book champions 'rich talk' as a transformative parenting philosophy, cultivating compassionate, ...
[12:24:15 PM] ℹ️ Clicking to CLOSE manuscript citation 2
[12:24:17 PM] ✅ ✅ manuscript citation 2 closed successfully
[12:24:17 PM] ℹ️ ✅ Citation 2 extracted successfully (length: 130)
[12:24:17 PM] ℹ️ Extracting citation 3/3 for "The Art of Talking with Children"
[12:24:17 PM] ℹ️ Processing manuscript citation 3 for "The Art of Talking with Children"
[12:24:18 PM] ℹ️ Clicking to OPEN manuscript citation 3
[12:24:20 PM] ℹ️ Extracted citation text (first 100 chars): grounded in the author's extensive professional background...
[12:24:20 PM] ℹ️ Clicking to CLOSE manuscript citation 3
[12:24:22 PM] ✅ ✅ manuscript citation 3 closed successfully
[12:24:22 PM] ℹ️ ✅ Citation 3 extracted successfully (length: 58)
[12:24:22 PM] ℹ️ Collapsing book section: "The Art of Talking with Children"
[12:24:23 PM] ✅ Book section collapsed: "The Art of Talking with Children"
[12:24:23 PM] ✅ ✅ Completed processing "The Art of Talking with Children" - 3 citations extracted
[12:24:23 PM] 📋 📖 PROCESSING BOOK 2: "A Christmas Carol"
[12:24:23 PM] ℹ️ Expanding book section: "A Christmas Carol"
[12:24:26 PM] ✅ Book section expanded: "A Christmas Carol"
[12:24:26 PM] ℹ️ Expanding "Why this book is the match" section for: "A Christmas Carol"
[12:24:29 PM] ✅ "Why this book is the match" section expanded for: "A Christmas Carol"
[12:24:29 PM] ℹ️ Found 3 citation buttons for "A Christmas Carol"
[12:24:29 PM] ℹ️ Extracting citation 1/3 for "A Christmas Carol"
[12:24:29 PM] ℹ️ Processing metadata citation 1 for "A Christmas Carol"
[12:24:30 PM] ℹ️ Clicking to OPEN metadata citation 1
[12:24:32 PM] ℹ️ Extracted citation text (first 100 chars): opening Scrooge’s heart to kindness and charity, fraternity and goodwill...
[12:24:32 PM] ℹ️ Clicking to CLOSE metadata citation 1
[12:24:34 PM] ✅ ✅ metadata citation 1 closed successfully
[12:24:34 PM] ℹ️ ✅ Citation 1 extracted successfully (length: 72)
[12:24:34 PM] ℹ️ Extracting citation 2/3 for "A Christmas Carol"
[12:24:34 PM] ℹ️ Processing metadata citation 2 for "A Christmas Carol"
[12:24:35 PM] ℹ️ Clicking to OPEN metadata citation 2
[12:24:37 PM] ℹ️ Extracted citation text (first 100 chars): Interest age, years: from 6 to 10...
[12:24:37 PM] ℹ️ Clicking to CLOSE metadata citation 2
[12:24:38 PM] ✅ ✅ metadata citation 2 closed successfully
[12:24:38 PM] ℹ️ ✅ Citation 2 extracted successfully (length: 33)
[12:24:38 PM] ℹ️ Extracting citation 3/3 for "A Christmas Carol"
[12:24:38 PM] ℹ️ Processing metadata citation 3 for "A Christmas Carol"
[12:24:39 PM] ℹ️ Clicking to OPEN metadata citation 3
[12:24:42 PM] ℹ️ Extracted citation text (first 100 chars): opening Scrooge’s heart to kindness and charity, fraternity and goodwill...
[12:24:42 PM] ℹ️ Clicking to CLOSE metadata citation 3
[12:24:43 PM] ✅ ✅ metadata citation 3 closed successfully
[12:24:43 PM] ℹ️ ✅ Citation 3 extracted successfully (length: 72)
[12:24:43 PM] ℹ️ Collapsing book section: "A Christmas Carol"
[12:24:45 PM] ✅ Book section collapsed: "A Christmas Carol"
[12:24:45 PM] ✅ ✅ Completed processing "A Christmas Carol" - 3 citations extracted
[12:24:45 PM] 📋 📖 PROCESSING BOOK 3: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:45 PM] ℹ️ Expanding book section: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:48 PM] ✅ Book section expanded: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:48 PM] ℹ️ Expanding "Why this book is the match" section for: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:51 PM] ✅ "Why this book is the match" section expanded for: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:51 PM] ℹ️ Found 3 citation buttons for "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:51 PM] ℹ️ Extracting citation 1/3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:51 PM] ℹ️ Processing metadata citation 1 for "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:52 PM] ℹ️ Clicking to OPEN metadata citation 1
[12:24:54 PM] ℹ️ Extracted citation text (first 100 chars): an exquisitely dark comedy that is both literary and irreverent, hilarious and deftly crafted...
[12:24:54 PM] ℹ️ Clicking to CLOSE metadata citation 1
[12:24:55 PM] ✅ ✅ metadata citation 1 closed successfully
[12:24:55 PM] ℹ️ ✅ Citation 1 extracted successfully (length: 93)
[12:24:55 PM] ℹ️ Extracting citation 2/3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:55 PM] ℹ️ Processing metadata citation 2 for "A Series of Unfortunate Events #1: The Bad Beginning"
[12:24:56 PM] ℹ️ Clicking to OPEN metadata citation 2
[12:24:58 PM] ℹ️ Extracted citation text (first 100 chars): a tale of three likeable and unfortunate children been quite so enchanting, or quite so uproariously...
[12:24:58 PM] ℹ️ Clicking to CLOSE metadata citation 2
[12:25:00 PM] ✅ ✅ metadata citation 2 closed successfully
[12:25:00 PM] ℹ️ ✅ Citation 2 extracted successfully (length: 109)
[12:25:00 PM] ℹ️ Extracting citation 3/3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[12:25:00 PM] ℹ️ Processing metadata citation 3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[12:25:01 PM] ℹ️ Clicking to OPEN metadata citation 3
[12:25:03 PM] ℹ️ Extracted citation text (first 100 chars): Interest age, years: from 8 to 12...
[12:25:03 PM] ℹ️ Clicking to CLOSE metadata citation 3
[12:25:05 PM] ✅ ✅ metadata citation 3 closed successfully
[12:25:05 PM] ℹ️ ✅ Citation 3 extracted successfully (length: 33)
[12:25:05 PM] ℹ️ Collapsing book section: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:25:06 PM] ✅ Book section collapsed: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:25:06 PM] ✅ ✅ Completed processing "A Series of Unfortunate Events #1: The Bad Beginning" - 3 citations extracted
[12:25:06 PM] ✅ 🎉 Successfully extracted citations from 3 books
[12:25:06 PM] ℹ️ Step 3: Validating reason-citation matches
[12:25:06 PM] 📋 🔍 VALIDATING REASON-CITATION MATCHES (80% THRESHOLD)
[12:25:06 PM] ℹ️ 📖 Validating 3 reasons for: "The Art of Talking with Children"
[12:25:06 PM] ℹ️ Reason 1: Checking match...
[12:25:06 PM] ✅ ✅ "The Art of Talking with Children" - Reason 1: 100% match - PASS
[12:25:06 PM] ℹ️ Reason 2: Checking match...
[12:25:07 PM] ❌ ❌ "The Art of Talking with Children" - Reason 2: 0% match - FAIL
[12:25:07 PM] ❌ ⚠️ Citation text not found in reason: "The book champions 'rich talk' as a transformative parenting philosophy, cultivating compassionate, creative, and curious children"
[12:25:07 PM] ℹ️ Reason 3: Checking match...
[12:25:07 PM] ✅ ✅ "The Art of Talking with Children" - Reason 3: 100% match - PASS
[12:25:07 PM] ℹ️ 📖 Validating 3 reasons for: "A Christmas Carol"
[12:25:07 PM] ℹ️ Reason 1: Checking match...
[12:25:07 PM] ❌ ❌ "A Christmas Carol" - Reason 1: 0% match - FAIL
[12:25:07 PM] ❌ ⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill"
[12:25:07 PM] ℹ️ Reason 2: Checking match...
[12:25:30 PM] ✅ ✅ "A Christmas Carol" - Reason 2: 95% match - PASS
[12:25:30 PM] ℹ️ Reason 3: Checking match...
[12:25:42 PM] ❌ ❌ "A Christmas Carol" - Reason 3: 0% match - FAIL
[12:25:42 PM] ❌ ⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill"
[12:25:42 PM] ℹ️ 📖 Validating 3 reasons for: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:25:42 PM] ℹ️ Reason 1: Checking match...
[12:25:42 PM] ✅ ✅ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 1: 100% match - PASS
[12:25:42 PM] ℹ️ Reason 2: Checking match...
[12:25:42 PM] ✅ ✅ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 2: 100% match - PASS
[12:25:42 PM] ℹ️ Reason 3: Checking match...
[12:25:42 PM] ❌ ❌ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 3: 0% match - FAIL
[12:25:42 PM] ❌ ⚠️ Citation text not found in reason: "Interest age, years: from 8 to 12"
[12:25:42 PM] 📊 📊 CITATION VALIDATION SUMMARY: 5/9 passed (55.6%)
[12:25:42 PM] ❌ 💥 REASON-CITATION VALIDATION: OVERALL FAILED
[12:25:42 PM] ℹ️ Step 4: Generating detailed report
[12:25:42 PM] 📋 📋 GENERATING CITATION VALIDATION REPORT
[12:25:42 PM] ℹ️ Report generated: 5/9 reasons passed
[12:25:42 PM] ✅ ✅ Citation validation workflow completed successfully
[12:25:42 PM] 📊 📈 OVERALL CITATION VALIDATION: 5/9 (55.6%)
[12:25:42 PM] ❌ ❌ REASON-CITATION VALIDATION: OVERALL FAILED - Only 55.6% of reasons match citations (required: 80%)
[12:25:42 PM] 📋 📋 GENERATING DETAILED CITATION VALIDATION REPORT
[12:25:42 PM] ℹ️ Generating HTML citation validation report
[12:25:42 PM] ✅ Generated HTML report for 9 reasons
[12:25:42 PM] ✅ ✅ Citation validation HTML report generated and attached
[12:25:42 PM] ✅ ✅ Citation validation plain text report attached
[12:25:42 PM] ℹ️ Checking database connectivity...
[12:25:43 PM] ✅ ✅ Database connected successfully
[12:25:43 PM] ℹ️ Database path: /home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/test_data/database.xlsx
[12:25:43 PM] ℹ️ Total books: 10032
[12:25:43 PM] 📊 Database contains 10032 books
[12:25:43 PM] ✅ ✅ Database book count requirement met: 10032 >= 2020
[12:25:43 PM] 📋 🔍 VALIDATING EXTRACTED BOOKS INDIVIDUALLY AGAINST DATABASE
[12:25:43 PM] ℹ️ Checking book 1/3: "The Art of Talking with Children"
[12:25:43 PM] ℹ️ Checking if book exists in database: "The Art of Talking with Children"
[12:25:43 PM] ✅ ✅ Database match: "The Art of Talking with Children" → "He"
[12:25:43 PM] ℹ️ Checking book 2/3: "A Christmas Carol"
[12:25:43 PM] ℹ️ Checking if book exists in database: "A Christmas Carol"
[12:25:43 PM] ✅ ✅ Database match: "A Christmas Carol" → "A Christmas Carol"
[12:25:43 PM] ℹ️ Checking book 3/3: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:25:43 PM] ℹ️ Checking if book exists in database: "A Series of Unfortunate Events #1: The Bad Beginning"
[12:25:43 PM] ✅ ✅ Database match: "A Series of Unfortunate Events #1: The Bad Beginning" → "Eve"
[12:25:43 PM] 📊 INDIVIDUAL DATABASE VALIDATION SUMMARY: 3/3 books found in database
[12:25:43 PM] ✅ 🎉 ALL BOOKS VALIDATED SUCCESSFULLY AGAINST DATABASE!
[12:25:43 PM] 📋 🤖 VALIDATING RESPONSE RELEVANCE WITH GEMINI AI - PER BOOK ANALYSIS
[12:25:43 PM] ℹ️ Starting Gemini AI per-book relevance validation...
[12:25:43 PM] 📋 🤖 ANALYZING RESPONSE RELEVANCE WITH GEMINI AI - PER BOOK ANALYSIS
[12:25:43 PM] ℹ️ Starting Gemini AI analysis with retry logic...
[12:26:30 PM] 📊 Gemini AI Overall Relevance Score: 60%
[12:26:30 PM] 📊 Analyzed 3 books individually
[12:26:30 PM] ❌ ❌ GEMINI VALIDATION: Response relevance below threshold (60%)
[12:26:30 PM] 📋 📖 ANALYSIS FOR: "The Art of Talking with Children" - Score: 10%
[12:26:30 PM] ℹ️ ✅ Author Information: 100% - Author information is complete and accurate.
[12:26:30 PM] ℹ️ ✅ Publishing Date: 100% - The publishing date is present and accurate.
[12:26:30 PM] ℹ️ ❌ Why Match Explanations: 5% - The explanations accurately describe the book's content but prove it is a mismatch for the query. They clearly state the book is for adults to help them talk to children, not a book for children to read.
[12:26:30 PM] ℹ️ ❌ Relevance Scores: 0% - The 100% relevance score is completely incorrect. The book is for adults about children, making it irrelevant to a query for books for children to read.
[12:26:30 PM] ℹ️ 💡 Book-specific improvements:
[12:26:30 PM] ℹ️ - The model must be trained to differentiate its understanding of audience. A book 'about children' is not the same as a book 'for children'.
[12:26:30 PM] ℹ️ - Relevance scoring logic must be revised to heavily penalize such fundamental mismatches.
[12:26:30 PM] 📋 📖 ANALYSIS FOR: "A Christmas Carol" - Score: 95%
[12:26:30 PM] ℹ️ ✅ Author Information: 100% - Author is correctly identified.
[12:26:30 PM] ℹ️ ✅ Publishing Date: 85% - The date provided is for a specific modern reprint, which is acceptable. However, mentioning the original 1843 publication date would provide better context for a classic.
[12:26:30 PM] ℹ️ ✅ Why Match Explanations: 95% - The explanations are excellent. They justify the choice by highlighting its classic status, moral lessons, and specifying a target age range (6-10), which is very helpful.
[12:26:30 PM] ℹ️ ✅ Relevance Scores: 95% - The 100% relevance score is well-justified. This is a quintessential and highly appropriate classic story for children.
[12:26:30 PM] ℹ️ 💡 Book-specific improvements:
[12:26:30 PM] ℹ️ - For classic works, consider including the original publication year alongside the date of the specific edition suggested to provide richer context.
[12:26:30 PM] 📋 📖 ANALYSIS FOR: "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 95%
[12:26:30 PM] ℹ️ ✅ Author Information: 100% - Author is correctly identified.
[12:26:30 PM] ℹ️ ✅ Publishing Date: 85% - The date provided is for a 2009 reprint. While correct for that edition, the original was published in 1999. Adding the original date would be an improvement.
[12:26:30 PM] ℹ️ ✅ Why Match Explanations: 90% - The explanations are very good, describing the unique tone of the book. The full response would likely be stronger, as the provided truncated text hints at more reasons.
[12:26:30 PM] ℹ️ ✅ Relevance Scores: 95% - The 100% relevance score is well-justified. This is a very popular and appropriate book series for the target audience.
[12:26:30 PM] ℹ️ 💡 Book-specific improvements:
[12:26:30 PM] ℹ️ - Ensure the 'Why Match' explanation is not truncated.
[12:26:30 PM] ℹ️ - Similar to other classics, providing the original publication date (1999) would add useful context.
[12:26:30 PM] ℹ️ 📊 SUMMARY FEEDBACK:
[12:26:30 PM] ℹ️ • The response quality is inconsistent. It provided two excellent, highly relevant book suggestions but led with one completely irrelevant choice.
[12:26:30 PM] ℹ️ • The first recommendation's failure demonstrates a critical misunderstanding of the user's intent, mistaking a book *about* children for a book *for* children.
[12:26:30 PM] ℹ️ • The two valid suggestions are well-justified and appropriate for the query.
[12:26:30 PM] ❌ ❌ GEMINI AI VALIDATION FAILED: 60% relevance score (required: 80%)
[12:26:30 PM] ℹ️ Continuing execution due to soft assertion...